Stability Analysis and Control Design for Lpv Systems Using Homogeneous Polynomial Path Dependent Lyapunov Functions
نویسندگان
چکیده
This paper presents LMI conditions for stability analysis and synthesis of robust and gainscheduled state feedback controllers for discrete-time linear parameter-varying (LPV) systems. It is assumed that the system matrices have a homogeneous polynomial dependence of arbitrary degree on the time-varying parameters. The parameters are assumed to vary inside a polytope and have known bounds on their rate of variation. The geometric properties of the polytopic domain are exploited to derive a finite set of linear matrix inequalities (LMIs) that take into account the bounds on the rates of variation of the scheduling parameters. The LMI conditions are obtained using a quadratic in the state Lyapunov function with a homogeneous polynomial dependence on the scheduling parameters at successive instants of time. Numerical results show the benefits of the proposed approach. Keywords— Time-varying systems, discrete-time systems, stability analysis, control design, Lyapunov function, LMI conditions. Resumo— Este artigo apresenta condições em termos de LMIs para análise de estabilidade e śıntese de controladores de realimentação de estados robustos e escalonados para sistemas lineares discretos a parâmetros variantes no tempo (LPV). As matrizes do sistema LPV são funções polinomiais homogêneas de grau arbitrário dos parâmetros variantes no tempo, chamados parâmetros escalonados. Assume-se que os parâmetros variam dentro de um politopo e que um limitante sobre a sua taxa de variação máxima é conhecido. As propriedades geométricas do domı́nio politópico são utilizadas para gerar um conjunto finito de desigualdades matriciais lineares (LMIs) que levam em conta a taxa de variação do parâmetros escalonados. As LMIs são derivadas utilizando-se uma função de Lyapunov com dependência polinomial homogênea dos parâmetros escalonados em instantes sucessivos de tempo. Simulações numéricas ilustram os benef́ıcioss das técnicas propostas. Palavras-chave— Sistemas variantes no tempo, sistemas discretos no tempo, análise de estabilidade, projeto de controladores, função de Lyapunov, condições LMIs.
منابع مشابه
A convex optimisation approach to robust observer-based H∞ control design of linear parameter-varying delayed systems
Abstract: This paper presents a convex optimisation method for observer-based control design of LPV neutral systems. Utilising the polynomials parameter-dependent quadratic functions and a suitable change of variables, the required sufficient conditions with high precision for the design of a desired observer-based control are established in terms of delay-dependent parameter-independent linear...
متن کاملDesign of Observer-based H∞ Controller for Robust Stabilization of Networked Systems Using Switched Lyapunov Functions
In this paper, H∞ controller is synthesized for networked systems subject to random transmission delays with known upper bound and different occurrence probabilities in the both of feedback (sensor to controller) and forward (controller to actuator) channels. A remote observer is employed to improve the performance of the system by computing non-delayed estimates of the sates. The closed-loop s...
متن کاملExtension of Higher Order Derivatives of Lyapunov Functions in Stability Analysis of Nonlinear Systems
The Lyapunov stability method is the most popular and applicable stability analysis tool of nonlinear dynamic systems. However, there are some bottlenecks in the Lyapunov method, such as need for negative definiteness of the Lyapunov function derivative in the direction of the system’s solutions. In this paper, we develop a new theorem to dispense the need for negative definite-ness of Lyapunov...
متن کاملRobust H2 switching gain-scheduled controller design for switched uncertain LPV systems
In this article, a new approach is proposed to design robust switching gain-scheduled dynamic output feedback control for switched uncertain continuous-time linear parameter varying (LPV) systems. The proposed robust switching gain-scheduled controllers are robustly designed so that the stability and H2-gain performance of the switched closed-loop uncertain LPV system can be guaranteed even und...
متن کاملPolynomial LPV synthesis applied to turbofan engines
Results on polynomial fixed order controller design are extended to SISO gainscheduling with guaranteed stability andH∞ performance over the whole scheduling parameter range. Salient features of the approach are (a) the use of polynomials as modeling objects; (b) the use of flexible LMI conditions allowing polynomial dependence of the open-loop system and controller transfer functions in the sc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010